{ "cells": [ { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import matplotlib.ticker as mticker\n", "import matplotlib.path as mpath\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "land_50m = cfeature.NaturalEarthFeature('physical', 'land', '50m',\n", " edgecolor='face',\n", " facecolor=cfeature.COLORS['land'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###正距円筒図法 (PlateCaree)\n", "\n", "経緯線は垂直線と等間隔の水平線で表される。経度、緯度をそのままX座標、Y座標に読み変えた図法。赤道付近でのひずみは小さいが、赤道から離れるにつれ東西は拡大されひずみが大きくなる。地図から経緯度を読み取ることが目的であれば最も適した図法。\n", "\n", "|keyword|説明\n", "|---|---|\n", "|central_longitude|地図中央の経度|" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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YsC8QicScOXOU2NhYAgICsLW15vLlq4hEInr06EqtWs5Uq1aT06ePY2pqRo0a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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "image/png": 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06I++/od3oMrK9u2/c+fOfT7/vA2xsXFERb3FzMyU5ORk/P0DiYiIonx5J6yt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\n0ly4cEm8EhWEPJbtN0qtViNJEl5eN9i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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=140.))\n", "ax.set_extent([110,170,10,60])\n", "ax.add_feature(land_50m)\n", "ax.coastlines(resolution='50m', lw=0.5)\n", "ax.gridlines(xlocs=mticker.MultipleLocator(10), \n", " ylocs=mticker.MultipleLocator(10), \n", " linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###ランベルト正角円錐図法 (LambertConformal)\n", "\n", "緯線は同心円、経線は中心からの放射状直線で表される。緯線間隔は正角となるように補正され、頂点(極)は点で表される。割線間隔を0度にすれば、割線は1本で中心緯度と一致する。正角円錐図法は正角円筒図法(メルカトル図法)に比べて面積のひずみを小さく押えることができる。\n", "\n", "|keyword|説明|\n", "|---|---|\n", "|central_longitude|中心経度。|\t\n", "|central_latitude|中心緯度。|\n", "|standard_parallels|標準緯線。|\n", "|cutoff|カットオフ緯度。ランベルト図法では北極から投影するので赤道より南側は描画されない。0なら北半球が、-30なら北緯30度までが描画される。デフォルトは-30。|" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ubu7k5OT0casF14BOp0VS0lMwmT4YOXJ0tSmPJElCIslDdPRViMUW8PBwq7XE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hzxWbVq1ajbk8sleOqpTfjPf57A4sWDmxb8+ecxbNu2Ax988B6WLRt9n4NRWloKFos16B5Lr/3X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\nd+36X9NYj9UEPZhE8waGoihvMzOzNXZ2d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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.LambertConformal())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Tq64amCQsCALFxcV8/vnnANx2221ERzv+gLziiitYt24d06dPd8kqYDBkMhlz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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.LambertConformal(central_longitude=140.0,\n", " central_latitude=30,\n", " standard_parallels=(30,60)))\n", "ax.set_extent([110,170,10,60],ccrs.PlateCarree())\n", "ax.add_feature(land_50m)\n", "ax.coastlines(resolution='50m', lw=0.5)\n", "ax.gridlines(xlocs=mticker.MultipleLocator(10), \n", " ylocs=mticker.MultipleLocator(10), \n", " linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### メルカトル図法(Mercator)\n", "\n", "経緯線は垂直線と水平線で表される。赤道付近でのひずみは小さくなり、経線方向のひずみと緯線方向のひずみが等しくなるように、緯線間隔を補正して正角にしている。\n", "\n", "|keyword|説明|\n", "|---|---|\n", "|central_longitude|中心緯度|" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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9ehlRUdGIRBIqVqxIhw6dPmsGgIz4Jqc5giDw+vWrNB6869dvw9CwSGrgZgsL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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.Mercator())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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egqtrebXMQzVr1prjx/0ZOXIMz59HMGrUIFxdy/DNN/14/Ph+VjpBEChbtiJz\n5y6lVat2tGvXKY9cJVSFVLMVkNWrN3H48D4UCn216tDR0eXy5bOULl2SefN80Nc3pGLFilhY5Ax9\nIAgCTZt6qkGlRG5INVsBiYqKpkwZ9YbRvnnzJsnJyZialuD27XtUqlSJ+vXrcf78RRYu/IXAwGtq\n1SeRN1LNVkDc3FzIyEhTq4Y6deoAUK1aHdq2bceMGdORyWSUK+fK/PnLGTFilFr1SeSNVtZsx475\nc/36LZYuXUtSUrJKyoyOfoOlpXKiVH0ogiCQmJhAXFw8giDg6FgKY2MjbGyk4DuajNbVbF999R22\ntrbUrl2D4OC7LFu2jnHjhhVbgNDExCQWLFhJXFw8pqYWxVJGYQkJCeTGjescPLiVv/8+SuXKHtja\nWhMT8wZHR83QKJETrarZDh48RpMmDdm4cRPffz+e3bsPUKlSJTZt+qtYylMoFCxZsoZOnTqyadMO\nTE3N8n9IBcyYMZ127VpRrpwrP/wwhLZtPenUqS0LFiyQtsZoMFpjtqSkZFau/J3x46eiq/vPiGBc\nXDzlyrkqvbzw8Of07TuCdu3a0br1+8+wVgfdu3fl1avsR/hWrVqRZs3qs2vXFjWpksgPjTdbUlIy\nFy5cY8GClfz228ZssTr8/Y9y/foNvLyavff50aMnI5PJClze06fhzJ37K9OnL2TWrF/w9u6iUXE4\nkpOTCQ9/holJzvPaPD2bsHv3HrUcfiiRP0JefxhBEEQ/v90qlJOdwMAQYmLicHUtS6VKVbLVLjdv\nXuHRo8e0adMSQ0ODrOuPHj0lMDAEa2sr0tPTCQwMoX//XpQsaZdvecHBd7l79z7NmjXDyckZfX2D\nHGmePn2Kq6urUt6vKDx58ojNm7fQtWsnPDxy6jh16hxt2rRFX181K0bU/Xn8G03R4unpiSiKOZpC\n+ZotNvZBsQp7H3/9tZ9bt+6wYsV6zpwJoGXLlln37ty5RdWqtXjz5l6WASMjoxg/ftb/r7AYysCB\nAwAd0tPTqFq1NvXq1aJPny/w9m5JqVIlc5SXkpLK6NGT2b7dN89IV/7+/tm0qIMXL57w++9/MGJE\nzp3ZAwaMYsqUadSqVbQYlIVFEz6Pd2iKFkEQcjWbxo5GXrhwjQ4dOufahFu4cCGmpiY0bvwZ69Yt\nISDgIjduBPPFFz3Yts03WxNLJpPRv//XVKjgztix05gx4yeGDx+QI8+jR09z7Ji/UkLKFTdv3kRj\nZJR7zXVpBW94AAAgAElEQVT27CWePAlTmdkkCo5GfLNCQkLZsWMvXbt2IDT0AaNHT2bw4L507Zr7\nzuPVq9dSvXoldu3ax5Ytu4iIiCIs7CU9evTOsZdLT0+P33/fDMCFCxepWLF8rnnevn2PcuVcef36\nJfb2BY+1rw62bdtCw4YNcr0XHR1D586fq1iRREHQiJ7/8OHj+eWXeZw5c5kRIyYQGHgNH5916Onl\nXIeYkZFG3759WLFiPRcvXuP16xi2b9/FrVu3MDAwYN26dbmWkZgYT2JiwnsHUyZOHMWqVfMZNWoE\niYmqO+y9sCgUctLT0zEyMspxz82tLh4e7tLxuhqK2s0WFfWGHj26Ymlpx8yZ80lOTqZKlRrvXVUv\nCAK7du2nW7eOXL16nr17D2JqWiLr3vDhw3N97unTJ5w+fZ5y5ernOlonCAIeHuWYMGEkffv24fbt\nQOW9pBLx89tHpUoeOa4nJCRib29LaOh9jZqmkPgHtf8EGhjoEx//FlEUEQQBY2PjPNMrFCCXZxSq\nb3Xp0kXat2/H9Ok/YmVliUwmQ18/99X7Li5l8PGZg4/PRubOXaZRX1y5PJ0jR44wa9Z4Ll0Kyrou\niiKnT5/j7dtEjdIrkR2112wWFuaUKmXPmjXLSEtLJCMjjeTkhFzTJicnc/LkyUIPYlhYGOLgUJJR\nowbTt2+P9xrtHaamJujp6RIV9aJQ5SgbUZQzYMD/ePo0c0T4wYNQKlTIGWauSZOO7N3rR+XKlVQt\nUaIQqN1sAN980wsHBysmTvyJwYO/4auvehEamvP0zJCQEDw8cjah8kIUFYwbN57Q0Ae0atWNDRu2\ncuTIqXyf69WrKytW/KrWCeIzZ07w++/befDgLpGRz1mzZiVNmmQ/GzshIZEePbqyd+8hTp48rSal\nEgVB7c3Id3h6NsXTsykAb98m0KPHN5w6dQYTExNEUeT58yesWLEYhUJk0aLFODiUKXDeZmbmdOzY\nloMHj3LzZjDGxkakpKRiZ2dDkyb1+f335TmecXIqhY2NJSdPHqR1a/XsdE5KSsDOzgZDQ0NmzZrG\nsGH9cXQslS2Nnp4eaWmpatEnUTg0omb7L4GBIVSrVoX09HQAUlISqVy5OhMmjOTnn0fStWs32rRp\nydOnD5g7dwaJifEoFLkvyRIEHXbs2M2BA0eYMmUiO3Zs4fHjJxw5cpC3bxPzrOX69u3Bjh07SU1N\nzHHv8OE9JCTEKeeF/5/U1GT27t1BUlJmM/qzz7rx6tUrdu3yZeLE0TmMBmBsbER6erq0REsL0Eiz\nhYe/YNiwwVhaWhIUdJ1jx45y/foJSpd2wNGxFH5+26lXrwYjRgzn0qWLfP/9MIyMTPL9ws2cOZue\nPfvg4OBA7dr18fDwIDU1jfj43PuIgiAwYMD/8PFZkuNeUlISenrKaxgcOLCHQYP60bfvt9mmHtat\nW0GdOtUxMXn/wJGurkb+GSX+g8Y0I/9Np05tWb58Pdu3b+Pt27d4enpiZ5d9Y+RPP41EFEUSEhLZ\nuHEbNWtWLdRI3IULF2jbtjXBwcHs3+9H3749ck1XubIH27fvJSMjLdt6w+7d8z/EojBs3rwJX9+/\nOXr0IDY2dvj57WXv3r14e7ekdevmeT4rikijkFqARprNwsKMKVPGZP3738Pc71iwwAd//4tcvHgV\ngMWL5xaqjH79+hIf/xaAUaMmvddsmXrMSUlJKNbFvU2aNCQy8jUyWSr9+vWhY8c2zJs3Odfoxv9m\n9+5DVKtWrdh0SSgPjTTb+4iMjOKLLwbQoEFttm7dzaFD+2nRwpMXL8Jwdi7c6Z3vjBYQ8Pd71xm+\nw9LSnKio15ib2xZZe16kp6dy924o69cvYf/+I/zyywSsrCzzfU4URYKC7rBs2epi0SWhXLSqsX/k\nyClu3w5lyZLlpKam4uXVFj09A1xcyhe6GfXixVMAnj9/SfnyeQdcffs2AQuL/L/8/yYiIpxXr/I/\nwkkulzFlyvisbUCDB39dIKNB5t47d3d3jdpvJ/F+tOKvdPNmMFZW5Tl06DjPnj1WypFLpUu70KJF\nUx48eIxcnncogbdvE/JN829evnzJ119/zbRpU/NMJ4oiP/wwnPbtPalUKfcF0nnx6FEY7u7KOY9b\novjRCrOlpGTOI02aNAlHR1el5fvdd0OZNm0Bz57lvVKkRAlTpk/P2zj/5sGDBxgZmbF69YZc778b\nNU1KektGRjo1a1YtuOh/0bBhHU6dOikN+2sJGt9n27FjL48fPyUlJQkjo5yhAIpKfHw8qamZYfCc\nnfM+zql69cpYWtoXOO/mzZvj7u6KQqH4/yaeSGhoCIcOHeDFi+f4+5/jr7/+4smTx6xZ8wdz504q\ncN4ZGRn8/PNsvLxakZCQyM6d+/j22yFUqCANkmg6Gm22Bw8es3evHyNGjFaq0QCio6NZsGAxY8cO\ny3fEb/Lkufj757/EC2D37p1s2LCOJ0/CcHJypHbtashkcuzsbPj88/YIgsCqVRvx8KgMwK1b/oXS\nvXPnPjZu3Iqzsxtnz54lOPhmsQ3cSCgXjTbbsmVr8fXdzfXrt5Se9507wdy+fY9z5w7mev/8+Su8\nfPkKU1MTOnTwplQp53zzfPz4Pnv3+rJ+/RJKlDB9b7rIyDu5Xn+38+HfKBQK7t59gI6ODsuXr2fH\njr0AuLu7EhHxHAuL/GOrSGgGGmu25cs30K9fP8zMlB+FODHxLV991e///z+JEiVMEUWRJUvW8Msv\nS6hQwZ179x4CYGVlyfPnz/Id7bx58zI+PsuZP38KpqaFr4WHDfuJHTv28t+YL0OGjOP69Vs4Ozsx\nZsxoxowZQ/36zQgMvM3YseMLXY6E+tBYs4WGPiAqKgYvr/ZKyzMiIoKUlBRmzZpOenpm3P6ffprB\nuHHDqVOndVY6Q0MjdHR0UCgUxMTEcuDAburVa5DrUb1yuYy//vqT06dPs2DBlFyXcMXHv6Vt2x40\nalSf6tUrERsbT/PmDalbtyYAr19HY2lpDoCVVXnWr19CqVIlefMmhjp1amFjY0t6eiohIcEYGBhy\n7dp54uNTcXevqLTPRqL40VizrVw5j6tXAxky5Bvq1WtE8+bNPvhMNEEQMDU1ZeDAwezff4DU1DS2\nb9/L9u2ZTbNq1SrRseNneHq2oX79BpiamiKTpdO585ecP386m9nevIlm/fo13L4dRL16NZkzZyK6\nurpZTcHw8OfMnr2MmJhYTpwIAODq1Uu4uLjTpk1LEhOTssxmbGyETCancmUPypVzpXz5SsTFxfP4\n8XOGDh3Bs2dhhIeHU6NGLWxsbLCyssPf3/+DPgsJ1aOxZhMEgfr1a1G7djW2bz/ItGnjmTlz4Qet\nAXRwcADAyMiIFi2akpyczJkz53Bzc2Pz5j+wsbGnbNnsE9x79mwFoGHD7LFLZsyYzNatf7Fw4TS6\ndesAQKdOX/H8+UsyMjJ48eIVvXp9wcuXkXh5NSMyMppKlapjYGBAaOh9li6dlZXXkSOn2LAhM5Lx\n7dv3sq536dLz/3U7Ua9eE9asWcPQoUOL/P4S6kXj59n09PQoX74sycnJpKUlFTmfhw8f8ujRIwAs\nLCzYu/cAP/74MzNnzuLYseM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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.Mercator(central_longitude=140.0))\n", "ax.set_extent([110,170,10,60],ccrs.PlateCarree())\n", "ax.add_feature(land_50m)\n", "ax.coastlines(resolution='10m', lw=0.5)\n", "ax.gridlines(xlocs=mticker.MultipleLocator(10), \n", " ylocs=mticker.MultipleLocator(10), \n", " linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 正射方位図法(Orthographic)\n", "\n", "地球の無限遠方に光源を置いて平面に投影する図法。中心位置から見て半球を投影できる。\n", "\n", "|keyword|説明|\n", "|---|---|\n", "|central_longitude|中心緯度|\n", "|central_latitude|中心経度|\n", "\n", "cartopyの場合は、(緯度, 経度) = (central_latitude, central_longitude) で表した点を中心とした半球を投影する。" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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tWsbbb49h0KDXCQo6wdmzF/H1Lb0do6cnJzr6LlZWVTtFGBrq8/BhFp069QBA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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.Orthographic())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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60+3wlhCCHTveRVjYWKxbtwI7d27HxYun2u0TFhaG2NhYvYfJNK3BkiXLkJ+f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\nMDJq+qhGFPUUFeVy5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bw8dB4e7kdlMtlhMzNFmFwui/ovGKT9W7kr2juUq1tL7u3auQQr\nFKY9JBJpiFar9aqurrZUqzVmGo1GrlarjdVqjUQU9Rgby5DLZchkxshkMlEmM0YUBTQatVhdrUWj\n0aBWqwWNplqQyYx1crlcI5PJ1DKZTCOTGetkMmOliYlJnFarPZ6WlnFCqVTFi6JYerv/Dne5kbui\n/Q9wdd5sAVj+42c1UAaUX/dTKYqi/jY19S4G4K5o73KXfxmt66Vyl7vcxeDcFe1d7vIv465o73KX\nfxl3RXuXu/zLuCvau9zlX8b/AasVNCf0Rh6dAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.Orthographic(central_longitude=0, central_latitude=90))\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 平射方位図法, ステレオ図法(Stereographic, NorthPolarStereo, SouthPolarStereo)\n", "\n", "投影面と反対側の地表に光源を置いて平面に投影する図法。半球を投影できる。中心から離れると距離と面積が拡大されていくが、正角図法なので部分ごとに見れば形状は正しくなる。半球の投影に適している。北極や南極を中心にして使うことがほとんどなので、NorthPolarStereoかSouthPolarStereoを使う。\n", "\n", "|keyword|説明|\n", "|---|---|\n", "|central_latitude|中心緯度。Stereographicのみ。|\n", "|central_longitude|中心経度|" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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NmoSmpuawyDEQtLe3ExERwaxZs9Qu/6CsuFfh5RWASCSmuroSsbi74K2tLejoaKNUKomN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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.NorthPolarStereo(central_longitude=-180))\n", "ax.set_extent([-180,180,20,90], ccrs.PlateCarree())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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L3NxcrFy5cl6kvqnVSqs68Oh0OtLS0pCbmwuNZvbf/4X09/cjMzMTALBu3boZ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\nx7hAktkSHh6OkZGRGYP7ZxS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N48fL4OYmQFJSJDic6WN0AwJ8MTg4gKVLVyE4OAT5+UX4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\n+OFeHDmSRF5eXvuk0tZ1RKTkwUDeuG2fcW8EERkUCsWbSqUyJC8vb9/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "ax = plt.axes(projection=ccrs.SouthPolarStereo())\n", "ax.set_extent([-180,180,-90,-30], ccrs.PlateCarree())\n", "ax.add_feature(cfeature.LAND)\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(linestyle='-', \n", " color='gray')\n", "\n", "theta = np.linspace(0, 2*np.pi, 100)\n", "center, radius = [0.5, 0.5], 0.5\n", "verts = np.vstack([np.sin(theta), np.cos(theta)]).T\n", "circle = mpath.Path(verts * radius + center)\n", "ax.set_boundary(circle, transform=ax.transAxes)\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }